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A Study of Psychosocial and Built Environment factors for Diabetes using MLP Neural Network

by M. R. Narasinga Rao, P. Srinivasa Rao, V. Ramakrishna
journal cover thumbnail

International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 41 - Number 10
Year of Publication: 2012
Authors: M. R. Narasinga Rao, P. Srinivasa Rao, V. Ramakrishna
10.5120/5574-7669

M. R. Narasinga Rao, P. Srinivasa Rao, V. Ramakrishna . A Study of Psychosocial and Built Environment factors for Diabetes using MLP Neural Network. International Journal of Computer Applications. 41, 10 ( March 2012), 1-8. DOI=10.5120/5574-7669

@article{ 10.5120/5574-7669,
author = { M. R. Narasinga Rao, P. Srinivasa Rao, V. Ramakrishna },
title = { A Study of Psychosocial and Built Environment factors for Diabetes using MLP Neural Network },
journal = { International Journal of Computer Applications },
issue_date = { March 2012 },
volume = { 41 },
number = { 10 },
month = { March },
year = { 2012 },
issn = { 0975-8887 },
pages = { 1-8 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume41/number10/5574-7669/ },
doi = { 10.5120/5574-7669 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T20:29:13.287682+05:30
%A M. R. Narasinga Rao
%A P. Srinivasa Rao
%A V. Ramakrishna
%T A Study of Psychosocial and Built Environment factors for Diabetes using MLP Neural Network
%J International Journal of Computer Applications
%@ 0975-8887
%V 41
%N 10
%P 1-8
%D 2012
%I Foundation of Computer Science (FCS), NY, USA
Abstract

Diabetes Mellitus is a common metabolic disorder and which is prevalent among many people in India. Although there are many factors which influence the onset of diabetes, the relationship between built environment and psycho-social factors is one such factor which play a crucial role for the onset of diabetes. Hence, in this research, the authors try to make a comparative study between built environment and psychosocial factors by using multilayer feed-forward neural networks using back propagation and Modified Feed-Forward Neural Network Constructive (MFNNC)algorithm

References
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Index Terms

Computer Science
Information Sciences

Keywords

Mlpneuralnetwork Back-propagation Modified Feed-forward Neural Network Constructive Algorithm (mfnnca) primary Activity Food Intake Transport Basic Mobility Activity By Health Professional Activity Leisure Rest

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